{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6664feaf-dadc-40f4-9d35-2a57bdd1a444",
   "metadata": {},
   "source": [
    "Chapter 19\n",
    "\n",
    "# 炮弹角度优化\n",
    "Book_3《数学要素》 | 鸢尾花书：从加减乘除到机器学习 (第二版)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "43770b6d-65b7-43ca-9a03-3affbaca006f",
   "metadata": {},
   "source": [
    "这段代码以抛体运动的物理模型为基础，计算并可视化了不同发射角度下物体的运动轨迹、射程和最大高度，并分析了射程随角度变化的规律。以下从数学角度详细描述每部分功能及其公式。\n",
    "\n",
    "---\n",
    "\n",
    "### 1. **物理背景与模型公式**\n",
    "\n",
    "物体以初速度 $v_0$ 和发射角度 $\\theta$ 相对水平地面发射，其运动遵循经典力学中的抛体运动公式。已知重力加速度为 $g$，发射角 $\\theta$ 的水平和竖直分速度分别为：\n",
    "$$\n",
    "v_x = v_0 \\cos\\theta, \\quad v_y = v_0 \\sin\\theta\n",
    "$$\n",
    "\n",
    "根据时间 $t$，物体的水平位移和垂直位移为：\n",
    "$$\n",
    "x(t) = v_0 \\cos\\theta \\cdot t\n",
    "$$\n",
    "$$\n",
    "y(t) = v_0 \\sin\\theta \\cdot t - \\frac{1}{2} g t^2\n",
    "$$\n",
    "\n",
    "物体的运动持续到落地为止，落地时 $y = 0$，总飞行时间 $t_\\text{flight}$ 可通过解竖直方向的运动方程得到：\n",
    "$$\n",
    "t_\\text{flight} = \\frac{2 v_0 \\sin\\theta}{g}\n",
    "$$\n",
    "\n",
    "射程（物体落地点的水平距离）为：\n",
    "$$\n",
    "R = x(t_\\text{flight}) = \\frac{v_0^2 \\sin(2\\theta)}{g}\n",
    "$$\n",
    "\n",
    "最大高度出现在竖直速度 $v_y = 0$ 时，对应的时间为 $t_\\text{max\\_height} = \\frac{v_0 \\sin\\theta}{g}$，此时的高度为：\n",
    "$$\n",
    "H = y(t_\\text{max\\_height}) = \\frac{v_0^2 \\sin^2\\theta}{2g}\n",
    "$$\n",
    "\n",
    "---\n",
    "\n",
    "### 2. **轨迹计算与可视化**\n",
    "\n",
    "#### 轨迹函数 `calculate_trajectory`\n",
    "通过输入角度 $\\theta$，函数计算抛体的水平位移 $x(t)$ 和垂直位移 $y(t)$。时间被均匀分割为 100 个间隔，生成物体的完整运动轨迹：\n",
    "- $x(t)$ 描述水平运动；\n",
    "- $y(t)$ 描述竖直运动，受重力影响呈抛物线。\n",
    "\n",
    "可视化中，代码绘制了不同角度 $\\theta \\in [10^\\circ, 85^\\circ]$ 下的轨迹，使用 HSV 色彩映射将各轨迹区分，并标记轨迹对应的发射角度。\n",
    "\n",
    "#### 射程与最大高度计算\n",
    "使用函数 `calculate_range_and_height`，对每个发射角度 $\\theta$，分别计算射程 $R$ 和最大高度 $H$：\n",
    "- $R = \\frac{v_0^2 \\sin(2\\theta)}{g}$；\n",
    "- $H = \\frac{v_0^2 \\sin^2\\theta}{2g}$。\n",
    "\n",
    "射程和最大高度被保存以便后续分析。\n",
    "\n",
    "---\n",
    "\n",
    "### 3. **射程随角度的变化**\n",
    "\n",
    "射程 $R$ 是发射角 $\\theta$ 的函数，其最大值出现在 $\\theta = 45^\\circ$，此时：\n",
    "$$\n",
    "R_\\text{max} = \\frac{v_0^2}{g}\n",
    "$$\n",
    "\n",
    "代码通过可视化展示了射程随角度变化的趋势，并用散点标记各角度对应的射程。通过绘图直观显示：\n",
    "- $\\theta < 45^\\circ$ 时，射程随着角度增加而增大；\n",
    "- $\\theta > 45^\\circ$ 时，射程随着角度增加而减小。\n",
    "\n",
    "---\n",
    "\n",
    "### 4. **可视化解读**\n",
    "\n",
    "#### 轨迹图\n",
    "轨迹图直观地显示了物体在不同发射角度下的运动轨迹：\n",
    "- 随着角度 $\\theta$ 的增加，轨迹的最大高度 $H$ 和射程 $R$ 发生显著变化；\n",
    "- 低角度（例如 $10^\\circ$）的轨迹更加平坦，高角度（例如 $80^\\circ$）的轨迹更加陡峭。\n",
    "\n",
    "#### 射程随角度变化图\n",
    "射程随角度变化的图表展示了发射角 $\\theta$ 对射程 $R$ 的影响：\n",
    "- $\\theta = 45^\\circ$ 对应的射程最大；\n",
    "- 两侧对称的下降趋势反映了抛体运动的对称性。\n",
    "\n",
    "---\n",
    "\n",
    "### 总结\n",
    "\n",
    "这段代码通过经典物理公式对抛体运动进行数值模拟与可视化，从多角度分析了发射角度对运动轨迹、射程和最大高度的影响。通过动态轨迹展示和射程随角度的关系曲线，可以清晰理解抛体运动的物理特性，是对基础力学概念的生动演示。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4d0c6bde-3cdb-48ee-b261-2853e999c495",
   "metadata": {},
   "source": [
    "## 导入包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "84fbfeb1-e65e-4e2c-bf50-2f903ccf67b4",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.cm import hsv"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "fe6b1457-417d-4f5f-a4e3-5dd0067012d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "p = plt.rcParams  # 获取默认绘图参数\n",
    "p[\"font.sans-serif\"] = [\"Roboto\"]  # 设置无衬线字体为 Roboto\n",
    "p[\"font.weight\"] = \"light\"  # 设置字体粗细为 light\n",
    "p[\"ytick.minor.visible\"] = True  # 显示 y 轴的小刻度\n",
    "p[\"xtick.minor.visible\"] = True  # 显示 x 轴的小刻度\n",
    "p[\"axes.grid\"] = True  # 启用坐标轴网格\n",
    "p[\"grid.color\"] = \"0.5\"  # 设置网格颜色为灰色\n",
    "p[\"grid.linewidth\"] = 0.5  # 设置网格线宽度"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f8d29a9-6378-4eb1-a2a3-58dd01748282",
   "metadata": {},
   "source": [
    "## 参数定义"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1dbd035a-934c-4db7-afaf-37a31005f877",
   "metadata": {},
   "outputs": [],
   "source": [
    "g = 9.8  # 重力加速度 (m/s^2)\n",
    "v0 = 50  # 初速度 (m/s)\n",
    "# angles = np.arange(10, 80, 2)  # 比较的发射角度 (°)\n",
    "angles = np.arange(10, 85, 5)  # 比较的发射角度 (°)\n",
    "time_intervals = 100  # 时间步数"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cf727a46-bc26-4115-838b-2b26749e3c2c",
   "metadata": {},
   "source": [
    "## 计算轨迹函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "e7cdfec1-5e03-4cea-90f4-f0dfa7b581da",
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_trajectory(angle):\n",
    "    \"\"\"\n",
    "    计算给定角度的运动轨迹 (x, y)\n",
    "    参数:\n",
    "    angle - 发射角度 (°)\n",
    "    返回:\n",
    "    x, y - 运动轨迹的坐标\n",
    "    \"\"\"\n",
    "    theta = np.radians(angle)  # 转换为弧度\n",
    "    t_flight = 2 * v0 * np.sin(theta) / g  # 总飞行时间\n",
    "    t = np.linspace(0, t_flight, time_intervals)  # 时间分段\n",
    "    x = v0 * np.cos(theta) * t  # 水平位移\n",
    "    y = v0 * np.sin(theta) * t - 0.5 * g * t**2  # 垂直位移\n",
    "    return x, y"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a125e353-c6fa-491d-b426-52b3dacb095f",
   "metadata": {},
   "source": [
    "## 计算射程和最大高度函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "65293ac3-440b-4488-8662-dcbe4d0bd6a7",
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_range_and_height(angle):\n",
    "    \"\"\"\n",
    "    计算射程和最大高度\n",
    "    参数:\n",
    "    angle - 发射角度 (°)\n",
    "    返回:\n",
    "    射程, 最大高度\n",
    "    \"\"\"\n",
    "    theta = np.radians(angle)\n",
    "    R = (v0**2 * np.sin(2 * theta)) / g  # 射程\n",
    "    H = (v0**2 * np.sin(theta)**2) / (2 * g)  # 最大高度\n",
    "    return R, H"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "762ddd84-4d02-4790-8294-1173b4abd417",
   "metadata": {},
   "outputs": [],
   "source": [
    "# HSV颜色映射\n",
    "cmap = hsv\n",
    "colors = cmap(np.linspace(0, 1, len(angles)))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "ae96be12-3d11-4cb4-bb6f-e569357620fa",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 保存结果\n",
    "ranges = []\n",
    "heights = []"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9fffdd33-2292-4e07-805a-f37329580560",
   "metadata": {},
   "source": [
    "## 绘制不同角度的轨迹"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "b832eba1-f55b-413b-b37a-6fed66aedc54",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8, 5))\n",
    "for angle, color in zip(angles, colors):\n",
    "    x, y = calculate_trajectory(angle)\n",
    "    plt.plot(x, y, color=color, label=f\"{angle}°\")\n",
    "    R, H = calculate_range_and_height(angle)\n",
    "    ranges.append(R)\n",
    "    heights.append(H)\n",
    "\n",
    "# 添加轨迹图示\n",
    "plt.xlabel(\"Distance (m)\")\n",
    "plt.ylabel(\"Height (m)\")\n",
    "plt.legend(loc='upper right', fontsize='small')\n",
    "plt.xlim(0,275)\n",
    "plt.ylim(0,130)\n",
    "plt.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b01ac03-478e-4eb3-addc-f23283b91dbb",
   "metadata": {},
   "source": [
    "## 绘制射程随角度变化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "d0409bcc-fbea-4664-a854-05a861800add",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8, 5))\n",
    "for angle, range_, color in zip(angles, ranges, colors):\n",
    "    plt.plot(angle, range_, marker='o', color=color, label=f\"{angle}°\")\n",
    "\n",
    "plt.plot(angles, ranges, color = '0.8')\n",
    "plt.xlabel(\"Angle (°)\")\n",
    "plt.ylabel(\"Distance (m)\")\n",
    "plt.grid(True)\n",
    "plt.legend(loc='upper right', fontsize='small')\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
